Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T13:44:42.825776Z
Paper Citation Record · LEDGER
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models
As of 7 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2509.05318.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
66 of 66 outbound references displayed
- verified exact2
- verified fuzzy18
- unresolved46
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7dbad66f-2914-4716-84c5-46b6df6380bd · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:53.378547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4df370c6-2002-412b-932d-7f2b67999491 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:53.236308Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 67651c30-a3da-4feb-ac8a-ceaf6a0aa93b · outbound
This paper cites Challenges and Applications of Large Language Models.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Challenges and Applications of Large Language Models
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:44:38.382758Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7be810cb-57e9-4700-acc3-d7151dd62d3b · outbound
This paper cites Llama3, The llama 3 herd of models, https://llama.meta.com/, accessed: 2024-7-23 (2024).
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Llama3, The llama 3 herd of models, https://llama.meta.com/, accessed: 2024-7-23 (2024)
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:53.073254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0a05869e-f553-4415-bde9-4ca2e4442cf2 · outbound
This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:44:38.561589Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34d3dfa2-059d-43e8-977d-805300c66eb2 · outbound
This paper cites Raffel, N.
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:52.932899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a61a1d92-56d5-44f7-a617-babb3daf5ec8 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:52.800973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b13d3ca9-c85e-4941-a692-163a2708e3ec · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:52.641258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e6de0062-660e-4536-b1ef-1c76797b4d3c · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:52.478256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3429b4b7-de1c-4fce-bbc3-7871f05d0f79 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:52.303499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cc60e9ee-4794-4781-a817-094cf58daf4c · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:52.117191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2a239631-db06-49c6-a7c8-45515c6293eb · outbound
This paper cites Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T13:44:43.548131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 89d3a48f-30db-4042-ae92-771d199ec203 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:51.923338Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6cc2dca5-7617-4feb-b2a4-4d2108294966 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:51.762047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1cf6db78-2dff-4453-984e-f64b5e21593a · outbound
This paper cites Azizi, I.
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:51.615535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 991d34a1-f11e-4349-a1a3-e3c65838f127 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:51.477708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fe509e1c-95a7-4a22-b950-758a9e4bc250 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:51.352870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d70639a0-4753-4761-96e4-3f871b8bb965 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:51.236779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6e780743-824d-4b72-82e6-281c7a9e925f · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:51.052127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 66c668ea-0748-43be-b467-d9f2a53e0e3c · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:50.858117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e788dd8c-bcf2-415b-93a5-21a42d668558 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:50.671485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 104733dd-1117-4c5d-afce-fd237cba4a9e · outbound
This paper cites Krishna, J.
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:50.500299Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3ef66685-8f81-466c-945e-f0af83f7514e · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:50.282838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b6ead8e6-9d89-49d3-a34a-25d46405f8e1 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:50.070202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 03bc786a-ed13-4ffd-9998-ab2da8a09a0b · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:49.797679Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d4619241-fa26-49db-8cbc-bbceae42d843 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:49.527154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 29ce9d20-7fe8-4c4e-acf3-514ab7c2e7a7 · outbound
This paper cites Branco, A.
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:49.227936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 176b90da-c999-40a3-882a-efef4947e8c3 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:49.032165Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 016a0d3e-6a13-4e47-a972-d06d9b4ae43a · outbound
This paper cites Devlin, M.
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:48.849743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa790f44-6e54-463f-bd70-97e66d550bab · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:48.652152Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0b406381-6497-40c3-b177-eb3b0e7da876 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:48.377397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0150461c-3fb0-482f-9167-c942eb04b180 · outbound
This paper cites Data-centric NLP Backdoor Defense from the Lens of Memorization.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Data-centric NLP Backdoor Defense from the Lens of Memorization
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:44:40.109326Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e41ad14-2641-417a-a821-f09758947145 · outbound
This paper cites Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T13:44:43.395069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 67f076c6-62c4-4a78-8e91-e5de474224ed · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:48.128106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9dbd814e-3dfc-4727-8674-ff8cc00ae51d · outbound
This paper cites Zhang, D.
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:47.916875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0c2b3e3d-da0d-4850-babe-bc3b83fca900 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:47.751922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7432f714-1c13-4f2d-a380-5e1de65c1e08 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:47.595575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 667d7122-d571-49e2-a782-b5bf62d16217 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:47.395875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4ae5417f-cbce-42f4-9d3b-93952f3c344a · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:47.185300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 800ba633-6cc2-4094-9877-7ac6a156e8f5 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:46.948395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b9428d9f-3426-4500-81a0-9ff987a87329 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:46.806697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3ddc8e5a-a643-4a17-938d-0c5aabff49ba · outbound
This paper cites Radford, J.
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:46.622951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3e80c3b6-7ffa-41ba-add7-cc2b2303f6a8 · outbound
This paper cites Dyrmishi, S.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Dyrmishi, S
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:46.461386Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 594abd37-7dd0-4cf0-b8d4-69092c2712b3 · outbound
This paper cites Mitchell, Y.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Mitchell, Y
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:46.299352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3040ba6c-2149-4b5e-888e-55e7a244307e · outbound
This paper cites Gupta, C.
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:46.110250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0518eef5-9afd-493b-bb43-cb820a396ab3 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:45.890232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 86f30450-c229-4e6e-a3f1-43b195eafafb · outbound
This paper cites Zampieri, S.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Zampieri, S
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:45.703389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 74d160d4-fd44-492f-80dc-c82e9c5d4d34 · outbound
This paper cites Patwa, S.
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:45.552084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 734b0fc2-27ad-4163-aaca-ccb723be762a · outbound
This paper cites Gehrmann, H.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Gehrmann, H
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:45.353669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 141a22c9-25eb-4ca3-aea2-aeba45f0acab · outbound
This paper cites Ippolito, D.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Ippolito, D
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:45.178361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 119e0a14-6c93-4e2f-a1b4-f1e0896f891f · outbound
This paper cites Release Strategies and the Social Impacts of Language Models.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Release Strategies and the Social Impacts of Language Models
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:44:41.602566Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b20ec35-528a-48ff-9dfa-2f9cb2ab89d0 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:44.990415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3bf2815d-24f8-49a5-bea3-794053fb1539 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:44.822754Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1d451abe-8d4a-41b2-b75f-f6a1447fb37b · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:44.636657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 283a287a-a59d-4beb-9567-fd7fcd0352d3 · outbound
This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:44:41.909329Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8db492b1-f6f0-4fae-808e-dda9e934ef59 · outbound
This paper cites Jiang, Z.
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:44.409943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ed0f765c-17c1-40ff-9c40-850d8d68e25f · outbound
This paper cites JADE: A Linguistics-based Safety Evaluation Platform for Large Language Models.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models JADE: A Linguistics-based Safety Evaluation Platform for Large Language Models
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:44:42.021551Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f64a7566-e9e6-4d39-9179-b484c31096eb · outbound
This paper cites Xiang, F.
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:44.238016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb567b5a-be92-48c1-9c60-9429010ca49a · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:44.058707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation abd64604-a92b-4bf6-adb7-bfd47f9f9259 · outbound
This paper cites Huang, Z.
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T13:44:43.932825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bce08bf8-3206-4472-a0c8-becb144e8d43 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:43.793868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bc97b6c1-17a7-4ac7-ae9c-43cfdd8714f8 · outbound
This paper cites Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:44:42.510419Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab287774-33e5-4f7b-b50c-296f93d4ccd6 · outbound
This paper cites BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:44:42.571849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74942efb-7b31-4065-b2ad-6aa86531e9d5 · outbound
This paper cites Instruction Tuning with GPT-4.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Instruction Tuning with GPT-4
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:44:42.673983Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3767b6da-1e81-4d4a-aeb8-306581565e7e · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:44:42.733896Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77038c86-1a7a-4d0a-8353-dc7775480d76 · outbound
This paper cites an unresolved cited work.
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T13:44:43.647654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.